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  • šŸ‘‹ Hi, Iā€™m Andrea Favia (@faviasono)
  • šŸ‘€ Iā€™m interested in Artificial Intelligence šŸ¤–, wellbeing šŸ§˜šŸ»ā€ā™‚ļø, and sustainability. šŸŒ²
  • šŸŒ± Iā€™m currently reading "Into The Wild" and trying to stay up to date with LLMs.
  • šŸ“« How to reach me: [email protected]

Andrea Favia's Projects

albumentations icon albumentations

Fast image augmentation library and easy to use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about library: https://www.mdpi.com/2078-2489/11/2/125

anomalydetectionvae icon anomalydetectionvae

Anomaly Detection with Variational AutoEncoder in TensorFlow for Deep Learning course @TU Eindhoven

audio-event-tagging icon audio-event-tagging

Build and analyzed models to classify audio into speech, music, nature sounds etc from Google Dataset AudioSet

cookiecutter-data-science icon cookiecutter-data-science

A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

coronavirusanalysis icon coronavirusanalysis

Analysis of first data about the coronavirus for the Italian and Dutch situation for FruitPunch.AI association

crf icon crf

keras implementation of conditional random field

full-profiler icon full-profiler

A simple Python wrapper to profile both memory and time of python scripts in Linux or MacOS. Built with Typer šŸš€

geoproj icon geoproj

Blind Geometric Distortion Correction on Images Through Deep Learning

knnmnist icon knnmnist

Implementation & Analysis of KNN classifier on MNIST dataset.

mlcourse icon mlcourse

Exercises from Machine Learning course by Andrew Ng

mlpfromscratch icon mlpfromscratch

During the Data Mining course @TU Eindhoven I had to implement a MLP from scratch to perform a binary classification problem.

pyzbar icon pyzbar

Read one-dimensional barcodes and QR codes from Python 2 and 3.

raycastingrendering icon raycastingrendering

Volume rendering of MRI images based on Raycasting in Python for the Visualisation course @TU Eindhoven

scraperonlinematerial icon scraperonlinematerial

Python scraping tool to download material developed during my Bachelor's program @Politecnico di Torino

yaket icon yaket

YAKET: YAML Keras Trainer (or Yet Another Keras Trainer) is a simple and lightweight trainer module to help you quickly develop Keras models by defining parameters directly from a YAML file.

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